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1. 发明授权

US09761226B2 Synchronized transcription rules handling 有权
公开(公告)号：US09761226B2
公开(公告)日：2017-09-12
申请号：US14310557
申请日：2014-06-20
申请人： MModal IP LLC
发明人： Nixon Michaelangelo , Dennis Graham , Doug Smith , Paula Appley
IPC分类号： G10L15/26 , G06F17/27 , G10L15/22 , G10L15/06
CPC分类号： G10L15/26 , G06F17/2725 , G06F17/273 , G06F17/274 , G10L15/063 , G10L15/22
摘要： Methods, systems, and software are disclosed for providing rule handling functionality in a distributed transcription environment. Some embodiments provide client-server workflow management for providing and supporting distributed transcription services. Other embodiments provide audio-to-text synchronization to support certain transcription functionality. Still other embodiments provide logging functionality to support quality, personnel, billing, and/or other enterprise tasks. And other embodiments provide functionality to support rule generation, editing, validation, and/or execution.

2. 发明授权

US09477662B2 Computer-assisted abstraction for reporting of quality measures 有权
标题翻译：用于报告质量措施的计算机辅助抽象
公开(公告)号：US09477662B2
公开(公告)日：2016-10-25
申请号：US14554688
申请日：2014-11-26
申请人： MModal IP LLC
发明人： Vasudevan Jagannathan , Henry W. Ware , Brian A. Ellenberger , Sandra J. Leonard
IPC分类号： G06F17/30 , G06Q10/06 , G06F19/00
CPC分类号： G16H40/20 , G06F17/2705 , G06F17/30011 , G06F17/3053 , G06F17/30598 , G06F17/30684 , G06F17/30705 , G06F17/30979 , G06F19/00 , G06F19/324 , G06F19/328 , G06Q10/06395 , G16H10/60
摘要： Methods and systems are disclosed for tracking quality measures in abstracted documents. Embodiments include, determining, based on the abstracted content, a quality measure category, obtaining a quality measure definition corresponding to a quality measure included in the determined quality measure category, determining, based on keywords corresponding to the criterion, whether a portion of the abstracted content satisfies a criterion, recording, in association with the criterion, a reference to the portion of the abstracted content that satisfies the criterion; and selectively generating, a report including the query corresponding to the criterion, a query response, and the portion of the abstracted content satisfying the criterion.
摘要翻译：公开了用于跟踪抽象文档中的质量度量的方法和系统。实施例包括：基于抽象的内容确定质量测量类别，获得与所确定的质量测量类别中包括的质量测量相对应的质量测量定义，基于与标准相对应的关键字来确定抽象的部分内容满足标准，与标准相关联地记录对满足标准的抽象内容的部分的引用; 并且选择性地生成包括与标准相对应的查询，查询响应以及满足该标准的抽象内容的部分的报告。

3. 发明授权

US09424523B2 Providing computable guidance to relevant evidence in question-answering systems 有权
公开(公告)号：US09424523B2
公开(公告)日：2016-08-23
申请号：US14746174
申请日：2015-06-22
申请人： MModal IP LLC
发明人： Detlef Koll , Thomas Polzin
IPC分类号： G06F17/30 , G06N5/04 , G09B7/02 , G06F9/44
CPC分类号： G06N5/048 , G06F9/453 , G06F17/3043 , G06F17/30976 , G06Q30/04 , G09B7/02
摘要： A computer-based system includes a computer-processable definition of a region in a data set. The system identifies a region of the data set based on the definition of the region. The system provides output to a user representing a question and the identified region of the data set. The system may also automatically generate an answer to the question based on the question and the data set, and provide output to the user representing the answer. The system may generate the answer based on a subset of the data set, and provide output to the user representing the subset of the data set. The user may provide feedback on the first answer to the system, which the system may use to improve subsequent answers to the same and other questions, and to disable the system's automatic question-answering function in response to disagreement between the user and the system.

4. 发明申请

US20160078861A1 Discriminative Training of Document Transcription System 有权
公开(公告)号：US20160078861A1
公开(公告)日：2016-03-17
申请号：US14942349
申请日：2015-11-16
申请人： MModal IP LLC
发明人： Lambert Mathias , Girija Yegnanarayanan , Juergen Fritsch
IPC分类号： G10L15/06 , G06F17/28 , G10L15/02 , G06F17/27
CPC分类号： G10L15/063 , G06F17/271 , G06F17/2775 , G06F17/28 , G10L15/02 , G10L15/183 , G10L15/193 , G10L15/26 , G10L2015/0631 , G10L2015/0633
摘要： A system is provided for training an acoustic model for use in speech recognition. In particular, such a system may be used to perform training based on a spoken audio stream and a non-literal transcript of the spoken audio stream. Such a system may identify text in the non-literal transcript which represents concepts having multiple spoken forms. The system may attempt to identify the actual spoken form in the audio stream which produced the corresponding text in the non-literal transcript, and thereby produce a revised transcript which more accurately represents the spoken audio stream. The revised, and more accurate, transcript may be used to train the acoustic model using discriminative training techniques, thereby producing a better acoustic model than that which would be produced using conventional techniques, which perform training based directly on the original non-literal transcript.

5. 发明授权

US09208786B2 Speech recognition using loosely coupled components 有权
公开(公告)号：US09208786B2
公开(公告)日：2015-12-08
申请号：US14636774
申请日：2015-03-03
申请人： MModal IP LLC
发明人： Detlef Koll , Michael Finke
IPC分类号： G10L15/00 , G10L15/30 , G10L15/22
CPC分类号： G10L15/22 , G10L15/30 , G10L2015/228
摘要： An automatic speech recognition system includes an audio capture component, a speech recognition processing component, and a result processing component which are distributed among two or more logical devices and/or two or more physical devices. In particular, the audio capture component may be located on a different logical device and/or physical device from the result processing component. For example, the audio capture component may be on a computer connected to a microphone into which a user speaks, while the result processing component may be on a terminal server which receives speech recognition results from a speech recognition processing server.

6. 发明授权

US09190050B2 Discriminative training of document transcription system 有权
标题翻译：文件转录系统的歧视性培训
公开(公告)号：US09190050B2
公开(公告)日：2015-11-17
申请号：US14244053
申请日：2014-04-03
申请人： MModal IP LLC
发明人： Lambert Mathias , Girija Yegnanarayanan , Juergen Fritsch
IPC分类号： G10L15/183 , G10L15/193 , G10L15/26 , G10L15/06
CPC分类号： G10L15/063 , G06F17/271 , G06F17/2775 , G06F17/28 , G10L15/02 , G10L15/183 , G10L15/193 , G10L15/26 , G10L2015/0631 , G10L2015/0633
摘要： A system is provided for training an acoustic model for use in speech recognition. In particular, such a system may be used to perform training based on a spoken audio stream and a non-literal transcript of the spoken audio stream. Such a system may identify text in the non-literal transcript which represents concepts having multiple spoken forms. The system may attempt to identify the actual spoken form in the audio stream which produced the corresponding text in the non-literal transcript, and thereby produce a revised transcript which more accurately represents the spoken audio stream. The revised, and more accurate, transcript may be used to train the acoustic model using discriminative training techniques, thereby producing a better acoustic model than that which would be produced using conventional techniques, which perform training based directly on the original non-literal transcript.
摘要翻译：提供用于训练用于语音识别的声学模型的系统。特别地，这样的系统可以用于基于口语音频流和口头音频流的非文字转录来执行训练。这样的系统可以识别表示具有多个口头形式的概念的非文字记录中的文本。该系统可以尝试在音频流中识别在非文字转录中产生相应文本的音频流中的实际语音形式，从而产生更准确地表示语音音频流的经修改的脚本。可以使用修改和更准确的抄本来使用辨别性训练技术训练声学模型，从而产生比使用直接基于原始非文字誊本进行训练的常规技术产生的更好的声学模型。

7. 发明授权

US09135917B2 Content-based audio playback emphasis 有权
标题翻译：基于内容的音频播放强调
公开(公告)号：US09135917B2
公开(公告)日：2015-09-15
申请号：US14317873
申请日：2014-06-27
申请人： MModal IP LLC
发明人： Kjell Schubert , Juergen Fritsch , Michael Finke , Detlef Koll
IPC分类号： G10L15/00 , G10L15/26 , G10L15/22 , G10L21/04
CPC分类号： G10L15/26 , G06F17/273 , G06F17/2785 , G10L15/1807 , G10L15/22 , G10L15/265 , G10L21/04
摘要： Techniques are disclosed for facilitating the process of proofreading draft transcripts of spoken audio streams. In general, proofreading of a draft transcript is facilitated by playing back the corresponding spoken audio stream with an emphasis on those regions in the audio stream that are highly relevant or likely to have been transcribed incorrectly. Regions may be emphasized by, for example, playing them back more slowly than regions that are of low relevance and likely to have been transcribed correctly. Emphasizing those regions of the audio stream that are most important to transcribe correctly and those regions that are most likely to have been transcribed incorrectly increases the likelihood that the proofreader will accurately correct any errors in those regions, thereby improving the overall accuracy of the transcript.
摘要翻译：公开了用于促进校对口头音频流的草稿的过程的技术。一般来说，通过播放对应的口语音频流，强调音频流中与那些高度相关或可能被错误地转录的那些区域，来校对草稿。例如，区域可能会被强调为比相关程度低且可能被正确转录的地区的播放速度更慢。强调音频流中最重要的那些区域是正确转录的，那些最有可能被错误转录的区域增加了校对者准确地纠正这些区域中的任何错误的可能性，从而提高了抄本的整体准确性。

8. 发明申请

US20150179172A1 Speech Recognition Using Loosely Coupled Components 有权
标题翻译：使用松散耦合组件的语音识别
公开(公告)号：US20150179172A1
公开(公告)日：2015-06-25
申请号：US14636774
申请日：2015-03-03
申请人： MModal IP LLC
发明人： Detlef Koll , Michael Finke
IPC分类号： G10L15/22
CPC分类号： G10L15/22 , G10L15/30 , G10L2015/228
摘要： An automatic speech recognition system includes an audio capture component, a speech recognition processing component, and a result processing component which are distributed among two or more logical devices and/or two or more physical devices. In particular, the audio capture component may be located on a different logical device and/or physical device from the result processing component. For example, the audio capture component may be on a computer connected to a microphone into which a user speaks, while the result processing component may be on a terminal server which receives speech recognition results from a speech recognition processing server.
摘要翻译：自动语音识别系统包括分布在两个或多个逻辑设备和/或两个或更多个物理设备之间的音频捕获组件，语音识别处理组件和结果处理组件。特别地，音频捕获组件可以位于与结果处理组件不同的逻辑设备和/或物理设备上。例如，音频捕获组件可以在与用户说话的麦克风连接的计算机上，而结果处理组件可以在从语音识别处理服务器接收语音识别结果的终端服务器上。

9. 发明申请

US20140343963A1 Dynamic Superbill Coding Workflow 审中-公开
公开(公告)号：US20140343963A1
公开(公告)日：2014-11-20
申请号：US14218220
申请日：2014-03-18
申请人： MModal IP LLC
发明人： Juergen Fritsch , Vasudevan Jagannathan
IPC分类号： G06F19/00
CPC分类号： G06F19/328 , G06Q30/04 , G06Q50/22 , G16H10/60
摘要： A computer system generates an initial set of billing codes based on one or more documents (e.g., clinical notes) representing a patient encounter, such as clinical notes created by a physician. The system expands the initial set of billing codes based on a billing code standard to create an expanded set of billing codes for consideration by the physician. The system provides output representing the expanded billing code set to the physician. The physician selects one or more billing codes from the expanded billing code set for inclusion in a final billing code set for use in a bill for the services provided in the patient encounter.

10. 发明申请

US20140278553A1 Dynamic Superbill Coding Workflow 审中-公开
标题翻译：动态优秀编码工作流程
公开(公告)号：US20140278553A1
公开(公告)日：2014-09-18
申请号：US14211322
申请日：2014-03-14
申请人： MModal IP LLC
发明人： Juergen Fritsch , Vasudevan Jagannathan
IPC分类号： G06Q50/22 , G06Q30/04
CPC分类号： G06F19/328 , G06Q30/04 , G06Q50/22 , G16H10/60
摘要： A computer system generates an initial set of billing codes based on one or more documents (e.g., clinical notes) representing a patient encounter, such as clinical notes created by a physician. The system expands the initial set of billing codes based on a billing code standard to create an expanded set of billing codes for consideration by the physician. The system provides output representing the expanded billing code set to the physician. The physician selects one or more billing codes from the expanded billing code set for inclusion in a final billing code set for use in a bill for the services provided in the patient encounter.
摘要翻译：计算机系统基于表示患者遭遇的一个或多个文档（例如，临床笔记）生成初始的计费代码集，所述文档例如由医师创建的临床笔记。该系统基于计费代码标准扩展初始计费代码集合，以创建扩展的计费代码集，供医生考虑。该系统提供表示向医生设置的扩展计费代码的输出。医生从扩展的计费代码集中选择一个或多个计费代码，以包含在用于在患者遭遇中提供的服务的账单中的最终计费代码集中。

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